{"id":"W1939479446","doi":"10.1111/ceo.12532","title":"Study design, rationale and methods for a population‐based study of myopia in schoolchildren: the <scp>M</scp>yopia <scp>I</scp>nvestigation study in <scp>T</scp>aipei","year":2015,"lang":"en","type":"article","venue":"Clinical and Experimental Ophthalmology","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Taipei City Government; National Yang-Ming University","keywords":"Medicine; Demographics; Incidence (geometry); Population; Cycloplegia; Quarter (Canadian coin); Cohort study; Pediatrics; Visual acuity; Demography; Family medicine; Refractive error; Ophthalmology; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004198842,0.0004663938,0.001361594,0.0003268397,0.0002682258,0.00003547567,0.0002368749,0.0003213031,0.000005496001],"category_scores_gemma":[0.009049665,0.0003553609,0.0001233898,0.0004885492,0.0004814941,0.0001986586,0.00032455,0.0005741192,0.000005644751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007389981,"about_ca_system_score_gemma":0.0001603092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002581057,"about_ca_topic_score_gemma":0.00002860538,"domain_scores_codex":[0.9936605,0.002906187,0.001615273,0.0009608832,0.0003378477,0.0005193068],"domain_scores_gemma":[0.9881675,0.01045951,0.0004399461,0.0004470934,0.0001753667,0.0003106432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002323606,0.01945869,0.9628505,0.00003376359,0.0003064133,0.0000885636,0.01628855,0.00008171571,0.0001824736,0.00003685324,0.0003601447,0.00007999945],"study_design_scores_gemma":[0.01587596,0.04047654,0.8208152,0.00004235045,0.0001981927,0.0001377964,0.1210578,0.000469006,0.0002581804,0.0005875679,0.00002730546,0.00005403837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903066,0.001446785,0.00007166548,0.0001194559,0.000474014,0.007405256,0.000009275488,0.00003269924,0.0001342948],"genre_scores_gemma":[0.9951637,0.000007455103,0.002768212,0.0002186556,0.0001741613,0.001131155,0.00004790322,0.00004038897,0.0004483325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1420352,"threshold_uncertainty_score":0.9998899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1900449509109526,"score_gpt":0.4954651096472965,"score_spread":0.3054201587363438,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}